Pandas Profiling Report

Dataset statistics

Number of variables	40
Number of observations	18316
Missing cells	136848
Missing cells (%)	18.7%
Duplicate rows	1568
Duplicate rows (%)	8.6%
Total size in memory	5.6 MiB
Average record size in memory	320.0 B

Variable types

Numeric	13
Text	6
Categorical	13
DateTime	7
Unsupported	1

Alerts

`type_of_assessment` has constant value ""	Constant
`v_type_of_assessment` has constant value ""	Constant
Dataset has 1568 (8.6%) duplicate rows	Duplicates
`c_charge_degree` is highly imbalanced (53.6%)	Imbalance
`is_violent_recid` is highly imbalanced (62.3%)	Imbalance
`event` is highly imbalanced (73.6%)	Imbalance
`id` has 7315 (39.9%) missing values	Missing
`days_b_screening_arrest` has 1297 (7.1%) missing values	Missing
`c_jail_in` has 1297 (7.1%) missing values	Missing
`c_jail_out` has 1297 (7.1%) missing values	Missing
`c_days_from_compas` has 867 (4.7%) missing values	Missing
`c_charge_degree` has 867 (4.7%) missing values	Missing
`c_charge_desc` has 881 (4.8%) missing values	Missing
`r_charge_degree` has 9899 (54.0%) missing values	Missing
`r_days_from_arrest` has 11957 (65.3%) missing values	Missing
`r_offense_date` has 9899 (54.0%) missing values	Missing
`r_charge_desc` has 10039 (54.8%) missing values	Missing
`r_jail_in` has 11957 (65.3%) missing values	Missing
`violent_recid` has 18316 (100.0%) missing values	Missing
`vr_charge_degree` has 16977 (92.7%) missing values	Missing
`vr_offense_date` has 16977 (92.7%) missing values	Missing
`vr_charge_desc` has 16977 (92.7%) missing values	Missing
`id` is uniformly distributed	Uniform
`violent_recid` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`juv_fel_count` has 17466 (95.4%) zeros	Zeros
`juv_misd_count` has 17206 (93.9%) zeros	Zeros
`juv_other_count` has 16804 (91.7%) zeros	Zeros
`priors_count` has 5175 (28.3%) zeros	Zeros
`days_b_screening_arrest` has 3107 (17.0%) zeros	Zeros
`c_days_from_compas` has 2087 (11.4%) zeros	Zeros
`r_days_from_arrest` has 4620 (25.2%) zeros	Zeros
`priors_count.1` has 5175 (28.3%) zeros	Zeros

Reproduction

Analysis started	2024-01-09 21:42:52.216679
Analysis finished	2024-01-09 21:43:16.919738
Duration	24.7 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

id
Real number (ℝ)

MISSING UNIFORM

Distinct	11001
Distinct (%)	100.0%
Missing	7315
Missing (%)	39.9%
Infinite	0
Infinite (%)	0.0%
Mean	5501

Minimum	1
Maximum	11001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	143.2 KiB

Quantile statistics

Minimum	1
5-th percentile	551
Q1	2751
median	5501
Q3	8251
95-th percentile	10451
Maximum	11001
Range	11000
Interquartile range (IQR)	5500

Descriptive statistics

Standard deviation	3175.8595
Coefficient of variation (CV)	0.57732403
Kurtosis	-1.2
Mean	5501
Median Absolute Deviation (MAD)	2750
Skewness	0
Sum	60516501
Variance	10086084
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7338	1	< 0.1%
7330	1	< 0.1%
7331	1	< 0.1%
7332	1	< 0.1%
7333	1	< 0.1%
7334	1	< 0.1%
7335	1	< 0.1%
7336	1	< 0.1%
7337	1	< 0.1%
7339	1	< 0.1%
Other values (10991)	10991	60.0%
(Missing)	7315	39.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
11001	1	< 0.1%
11000	1	< 0.1%
10999	1	< 0.1%
10998	1	< 0.1%
10997	1	< 0.1%
10996	1	< 0.1%
10995	1	< 0.1%
10994	1	< 0.1%
10993	1	< 0.1%
10992	1	< 0.1%

name
Text

Distinct	10855
Distinct (%)	59.3%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

Length

Max length	29
Median length	27
Mean length	13.69109
Min length	6

Characters and Unicode

Total characters	250766
Distinct characters	32
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6731 ?
Unique (%)	36.7%

Sample

1st row	miguel hernandez
2nd row	miguel hernandez
3rd row	michael ryan
4th row	kevon dixon
5th row	ed philo

Value	Count	Frequency (%)
michael	422	1.2%
joseph	249	0.7%
christopher	245	0.7%
williams	240	0.7%
anthony	239	0.7%
james	233	0.6%
johnson	228	0.6%
john	218	0.6%
smith	209	0.6%
robert	205	0.6%
Other values (9066)	34179	93.2%

Most occurring characters

Value	Count	Frequency (%)
a	25231	10.1%
e	24781	9.9%
r	20275	8.1%
n	19404	7.7%
	18351	7.3%
i	16192	6.5%
o	16001	6.4%
l	14402	5.7%
s	13459	5.4%
t	10260	4.1%
Other values (22)	72410	28.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	232239	92.6%
Space Separator	18351	7.3%
Dash Punctuation	169	0.1%
Other Punctuation	6	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	25231	10.9%
e	24781	10.7%
r	20275	8.7%
n	19404	8.4%
i	16192	7.0%
o	16001	6.9%
l	14402	6.2%
s	13459	5.8%
t	10260	4.4%
h	8476	3.6%
Other values (16)	63758	27.5%

Other Punctuation

Value	Count	Frequency (%)
.	3	50.0%
'	2	33.3%
,	1	16.7%

Space Separator

Value	Count	Frequency (%)
	18351	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	169	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	232239	92.6%
Common	18527	7.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	25231	10.9%
e	24781	10.7%
r	20275	8.7%
n	19404	8.4%
i	16192	7.0%
o	16001	6.9%
l	14402	6.2%
s	13459	5.8%
t	10260	4.4%
h	8476	3.6%
Other values (16)	63758	27.5%

Common

Value	Count	Frequency (%)
	18351	99.1%
-	169	0.9%
.	3	< 0.1%
'	2	< 0.1%
`	1	< 0.1%
,	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	250766	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	25231	10.1%
e	24781	9.9%
r	20275	8.1%
n	19404	7.7%
	18351	7.3%
i	16192	6.5%
o	16001	6.4%
l	14402	5.7%
s	13459	5.4%
t	10260	4.1%
Other values (22)	72410	28.9%

first
Text

Distinct	3876
Distinct (%)	21.2%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

Length

Max length	13
Median length	12
Mean length	6.1700699
Min length	2

Characters and Unicode

Total characters	113011
Distinct characters	31
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1911 ?
Unique (%)	10.4%

Sample

1st row	miguel
2nd row	miguel
3rd row	michael
4th row	kevon
5th row	ed

Value	Count	Frequency (%)
michael	421	2.3%
christopher	245	1.3%
anthony	233	1.3%
james	211	1.2%
john	209	1.1%
robert	202	1.1%
david	198	1.1%
daniel	167	0.9%
joseph	156	0.9%
jason	136	0.7%
Other values (3867)	16140	88.1%

Most occurring characters

Value	Count	Frequency (%)
a	13886	12.3%
e	12602	11.2%
n	10065	8.9%
r	9930	8.8%
i	8430	7.5%
o	6688	5.9%
l	6504	5.8%
s	5259	4.7%
t	5031	4.5%
h	4690	4.2%
Other values (21)	29926	26.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	112992	> 99.9%
Dash Punctuation	13	< 0.1%
Other Punctuation	3	< 0.1%
Space Separator	2	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	13886	12.3%
e	12602	11.2%
n	10065	8.9%
r	9930	8.8%
i	8430	7.5%
o	6688	5.9%
l	6504	5.8%
s	5259	4.7%
t	5031	4.5%
h	4690	4.2%
Other values (16)	29907	26.5%

Other Punctuation

Value	Count	Frequency (%)
'	2	66.7%
.	1	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	13	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	112992	> 99.9%
Common	19	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	13886	12.3%
e	12602	11.2%
n	10065	8.9%
r	9930	8.8%
i	8430	7.5%
o	6688	5.9%
l	6504	5.8%
s	5259	4.7%
t	5031	4.5%
h	4690	4.2%
Other values (16)	29907	26.5%

Common

Value	Count	Frequency (%)
-	13	68.4%
'	2	10.5%
	2	10.5%
`	1	5.3%
.	1	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	113011	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	13886	12.3%
e	12602	11.2%
n	10065	8.9%
r	9930	8.8%
i	8430	7.5%
o	6688	5.9%
l	6504	5.8%
s	5259	4.7%
t	5031	4.5%
h	4690	4.2%
Other values (21)	29926	26.5%

last
Text

Distinct	5635
Distinct (%)	30.8%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

Length

Max length	20
Median length	18
Mean length	6.5210199
Min length	1

Characters and Unicode

Total characters	119439
Distinct characters	34
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2910 ?
Unique (%)	15.9%

Sample

1st row	hernandez
2nd row	hernandez
3rd row	ryan
4th row	dixon
5th row	philo

Value	Count	Frequency (%)
williams	239	1.3%
johnson	224	1.2%
smith	209	1.1%
brown	205	1.1%
jones	169	0.9%
jackson	120	0.7%
davis	115	0.6%
wilson	94	0.5%
joseph	93	0.5%
robinson	86	0.5%
Other values (5622)	16795	91.5%

Most occurring characters

Value	Count	Frequency (%)
e	12176	10.2%
a	11345	9.5%
r	10342	8.7%
n	9339	7.8%
o	9313	7.8%
s	8200	6.9%
l	7898	6.6%
i	7762	6.5%
t	5226	4.4%
m	4360	3.7%
Other values (24)	33478	28.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	119235	99.8%
Dash Punctuation	156	0.1%
Space Separator	33	< 0.1%
Uppercase Letter	12	< 0.1%
Other Punctuation	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	12176	10.2%
a	11345	9.5%
r	10342	8.7%
n	9339	7.8%
o	9313	7.8%
s	8200	6.9%
l	7898	6.6%
i	7762	6.5%
t	5226	4.4%
m	4360	3.7%
Other values (16)	33274	27.9%

Uppercase Letter

Value	Count	Frequency (%)
T	3	25.0%
R	3	25.0%
U	3	25.0%
E	3	25.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	66.7%
,	1	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	156	100.0%

Space Separator

Value	Count	Frequency (%)
	33	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	119247	99.8%
Common	192	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	12176	10.2%
a	11345	9.5%
r	10342	8.7%
n	9339	7.8%
o	9313	7.8%
s	8200	6.9%
l	7898	6.6%
i	7762	6.5%
t	5226	4.4%
m	4360	3.7%
Other values (20)	33286	27.9%

Common

Value	Count	Frequency (%)
-	156	81.2%
	33	17.2%
.	2	1.0%
,	1	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	119439	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	12176	10.2%
a	11345	9.5%
r	10342	8.7%
n	9339	7.8%
o	9313	7.8%
s	8200	6.9%
l	7898	6.6%
i	7762	6.5%
t	5226	4.4%
m	4360	3.7%
Other values (24)	33478	28.0%

sex
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

Male	14933
Female	3383

Length

Max length	6
Median length	4
Mean length	4.3694038
Min length	4

Characters and Unicode

Total characters	80030
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Male
2nd row	Male
3rd row	Male
4th row	Male
5th row	Male

Common Values

Value	Count	Frequency (%)
Male	14933	81.5%
Female	3383	18.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
male	14933	81.5%
female	3383	18.5%

Most occurring characters

Value	Count	Frequency (%)
e	21699	27.1%
a	18316	22.9%
l	18316	22.9%
M	14933	18.7%
F	3383	4.2%
m	3383	4.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	61714	77.1%
Uppercase Letter	18316	22.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	21699	35.2%
a	18316	29.7%
l	18316	29.7%
m	3383	5.5%

Uppercase Letter

Value	Count	Frequency (%)
M	14933	81.5%
F	3383	18.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	80030	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	21699	27.1%
a	18316	22.9%
l	18316	22.9%
M	14933	18.7%
F	3383	4.2%
m	3383	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	80030	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	21699	27.1%
a	18316	22.9%
l	18316	22.9%
M	14933	18.7%
F	3383	4.2%
m	3383	4.2%

dob
Date

Distinct	7485
Distinct (%)	40.9%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

Minimum	1919-10-14 00:00:00
Maximum	1998-03-29 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

age
Real number (ℝ)

Distinct	65
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.019273

Minimum	18
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	143.2 KiB

Quantile statistics

Minimum	18
5-th percentile	21
Q1	25
median	31
Q3	41
95-th percentile	57
Maximum	96
Range	78
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	11.667811
Coefficient of variation (CV)	0.34297651
Kurtosis	0.22721798
Mean	34.019273
Median Absolute Deviation (MAD)	7
Skewness	0.96321103
Sum	623097
Variance	136.13782
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22	915	5.0%
26	911	5.0%
24	911	5.0%
21	900	4.9%
25	890	4.9%
27	853	4.7%
23	837	4.6%
29	728	4.0%
30	723	3.9%
28	703	3.8%
Other values (55)	9945	54.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18	14	0.1%
19	118	0.6%
20	588	3.2%
21	900	4.9%
22	915	5.0%
23	837	4.6%
24	911	5.0%
25	890	4.9%
26	911	5.0%
27	853	4.7%

Value	Count	Frequency (%)
96	2	< 0.1%
83	2	< 0.1%
80	1	< 0.1%
79	1	< 0.1%
78	2	< 0.1%
77	8	< 0.1%
76	5	< 0.1%
75	9	< 0.1%
74	5	< 0.1%
73	4	< 0.1%

age_cat
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

25 - 45	10372
Less than 25	4283
Greater than 45	3661

Length

Max length	15
Median length	7
Mean length	9.7682354
Min length	7

Characters and Unicode

Total characters	178915
Distinct characters	14
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Greater than 45
2nd row	Greater than 45
3rd row	25 - 45
4th row	25 - 45
5th row	Less than 25

Common Values

Value	Count	Frequency (%)
25 - 45	10372	56.6%
Less than 25	4283	23.4%
Greater than 45	3661	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
25	14655	26.7%
45	14033	25.5%
	10372	18.9%
than	7944	14.5%
less	4283	7.8%
greater	3661	6.7%

Most occurring characters

Value	Count	Frequency (%)
	36632	20.5%
5	28688	16.0%
2	14655	8.2%
4	14033	7.8%
e	11605	6.5%
t	11605	6.5%
a	11605	6.5%
-	10372	5.8%
s	8566	4.8%
h	7944	4.4%
Other values (4)	23210	13.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	66591	37.2%
Decimal Number	57376	32.1%
Space Separator	36632	20.5%
Dash Punctuation	10372	5.8%
Uppercase Letter	7944	4.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	11605	17.4%
t	11605	17.4%
a	11605	17.4%
s	8566	12.9%
h	7944	11.9%
n	7944	11.9%
r	7322	11.0%

Decimal Number

Value	Count	Frequency (%)
5	28688	50.0%
2	14655	25.5%
4	14033	24.5%

Uppercase Letter

Value	Count	Frequency (%)
L	4283	53.9%
G	3661	46.1%

Space Separator

Value	Count	Frequency (%)
	36632	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10372	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	104380	58.3%
Latin	74535	41.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	11605	15.6%
t	11605	15.6%
a	11605	15.6%
s	8566	11.5%
h	7944	10.7%
n	7944	10.7%
r	7322	9.8%
L	4283	5.7%
G	3661	4.9%

Common

Value	Count	Frequency (%)
	36632	35.1%
5	28688	27.5%
2	14655	14.0%
4	14033	13.4%
-	10372	9.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	178915	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	36632	20.5%
5	28688	16.0%
2	14655	8.2%
4	14033	7.8%
e	11605	6.5%
t	11605	6.5%
a	11605	6.5%
-	10372	5.8%
s	8566	4.8%
h	7944	4.4%
Other values (4)	23210	13.0%

race
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

African-American	9791
Caucasian	6086
Hispanic	1451
Other	860
Asian	71

Length

Max length	16
Median length	16
Mean length	12.478052
Min length	5

Characters and Unicode

Total characters	228548
Distinct characters	21
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Other
2nd row	Other
3rd row	Caucasian
4th row	African-American
5th row	African-American

Common Values

Value	Count	Frequency (%)
African-American	9791	53.5%
Caucasian	6086	33.2%
Hispanic	1451	7.9%
Other	860	4.7%
Asian	71	0.4%
Native American	57	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
african-american	9791	53.3%
caucasian	6086	33.1%
hispanic	1451	7.9%
other	860	4.7%
asian	71	0.4%
native	57	0.3%
american	57	0.3%

Most occurring characters

Value	Count	Frequency (%)
a	39476	17.3%
i	28755	12.6%
n	27247	11.9%
c	27176	11.9%
r	20499	9.0%
A	19710	8.6%
e	10765	4.7%
m	9848	4.3%
-	9791	4.3%
f	9791	4.3%
Other values (11)	25490	11.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	190536	83.4%
Uppercase Letter	28164	12.3%
Dash Punctuation	9791	4.3%
Space Separator	57	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	39476	20.7%
i	28755	15.1%
n	27247	14.3%
c	27176	14.3%
r	20499	10.8%
e	10765	5.6%
m	9848	5.2%
f	9791	5.1%
s	7608	4.0%
u	6086	3.2%
Other values (4)	3285	1.7%

Uppercase Letter

Value	Count	Frequency (%)
A	19710	70.0%
C	6086	21.6%
H	1451	5.2%
O	860	3.1%
N	57	0.2%

Dash Punctuation

Value	Count	Frequency (%)
-	9791	100.0%

Space Separator

Value	Count	Frequency (%)
	57	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	218700	95.7%
Common	9848	4.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	39476	18.1%
i	28755	13.1%
n	27247	12.5%
c	27176	12.4%
r	20499	9.4%
A	19710	9.0%
e	10765	4.9%
m	9848	4.5%
f	9791	4.5%
s	7608	3.5%
Other values (9)	17825	8.2%

Common

Value	Count	Frequency (%)
-	9791	99.4%
	57	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	228548	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	39476	17.3%
i	28755	12.6%
n	27247	11.9%
c	27176	11.9%
r	20499	9.0%
A	19710	8.6%
e	10765	4.7%
m	9848	4.3%
-	9791	4.3%
f	9791	4.3%
Other values (11)	25490	11.2%

juv_fel_count
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07687268

Minimum	0
Maximum	20
Zeros	17466
Zeros (%)	95.4%
Negative	0
Negative (%)	0.0%
Memory size	143.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.46427157
Coefficient of variation (CV)	6.0394873
Kurtosis	322.92162
Mean	0.07687268
Median Absolute Deviation (MAD)	0
Skewness	13.274474
Sum	1408
Variance	0.21554809
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	17466	95.4%
1	554	3.0%
2	182	1.0%
3	59	0.3%
4	28	0.2%
5	12	0.1%
8	4	< 0.1%
10	4	< 0.1%
6	3	< 0.1%
9	2	< 0.1%
Other values (2)	2	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17466	95.4%
1	554	3.0%
2	182	1.0%
3	59	0.3%
4	28	0.2%
5	12	0.1%
6	3	< 0.1%
8	4	< 0.1%
9	2	< 0.1%
10	4	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
13	1	< 0.1%
10	4	< 0.1%
9	2	< 0.1%
8	4	< 0.1%
6	3	< 0.1%
5	12	0.1%
4	28	0.2%
3	59	0.3%
2	182	1.0%

decile_score
Real number (ℝ)

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9970518

Minimum	-1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	23
Negative (%)	0.1%
Memory size	143.2 KiB

Quantile statistics

Minimum	-1
5-th percentile	1
Q1	2
median	5
Q3	8
95-th percentile	10
Maximum	10
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	2.937569
Coefficient of variation (CV)	0.58786043
Kurtosis	-1.2452923
Mean	4.9970518
Median Absolute Deviation (MAD)	3
Skewness	0.15158307
Sum	91526
Variance	8.6293115
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	2923	16.0%
2	2031	11.1%
4	1830	10.0%
3	1813	9.9%
7	1720	9.4%
6	1713	9.4%
9	1670	9.1%
5	1649	9.0%
8	1614	8.8%
10	1330	7.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	23	0.1%
1	2923	16.0%
2	2031	11.1%
3	1813	9.9%
4	1830	10.0%
5	1649	9.0%
6	1713	9.4%
7	1720	9.4%
8	1614	8.8%
9	1670	9.1%

Value	Count	Frequency (%)
10	1330	7.3%
9	1670	9.1%
8	1614	8.8%
7	1720	9.4%
6	1713	9.4%
5	1649	9.0%
4	1830	10.0%
3	1813	9.9%
2	2031	11.1%
1	2923	16.0%

juv_misd_count
Real number (ℝ)

ZEROS

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.098438524

Minimum	0
Maximum	13
Zeros	17206
Zeros (%)	93.9%
Negative	0
Negative (%)	0.0%
Memory size	143.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	13
Range	13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.51763946
Coefficient of variation (CV)	5.2585049
Kurtosis	163.91777
Mean	0.098438524
Median Absolute Deviation (MAD)	0
Skewness	10.327475
Sum	1803
Variance	0.26795061
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	17206	93.9%
1	756	4.1%
2	218	1.2%
3	67	0.4%
4	30	0.2%
8	11	0.1%
6	10	0.1%
5	8	< 0.1%
12	4	< 0.1%
7	4	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17206	93.9%
1	756	4.1%
2	218	1.2%
3	67	0.4%
4	30	0.2%
5	8	< 0.1%
6	10	0.1%
7	4	< 0.1%
8	11	0.1%
12	4	< 0.1%

Value	Count	Frequency (%)
13	2	< 0.1%
12	4	< 0.1%
8	11	0.1%
7	4	< 0.1%
6	10	0.1%
5	8	< 0.1%
4	30	0.2%
3	67	0.4%
2	218	1.2%
1	756	4.1%

juv_other_count
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.12426294

Minimum	0
Maximum	17
Zeros	16804
Zeros (%)	91.7%
Negative	0
Negative (%)	0.0%
Memory size	143.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	17
Range	17
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.52453729
Coefficient of variation (CV)	4.2211885
Kurtosis	135.26682
Mean	0.12426294
Median Absolute Deviation (MAD)	0
Skewness	8.4596092
Sum	2276
Variance	0.27513937
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	16804	91.7%
1	1063	5.8%
2	288	1.6%
3	93	0.5%
4	42	0.2%
5	10	0.1%
7	5	< 0.1%
9	3	< 0.1%
11	3	< 0.1%
6	3	< 0.1%
Other values (2)	2	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	16804	91.7%
1	1063	5.8%
2	288	1.6%
3	93	0.5%
4	42	0.2%
5	10	0.1%
6	3	< 0.1%
7	5	< 0.1%
9	3	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
17	1	< 0.1%
11	3	< 0.1%
10	1	< 0.1%
9	3	< 0.1%
7	5	< 0.1%
6	3	< 0.1%
5	10	0.1%
4	42	0.2%
3	93	0.5%
2	288	1.6%

priors_count
Real number (ℝ)

ZEROS

Distinct	39
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9131907

Minimum	0
Maximum	43
Zeros	5175
Zeros (%)	28.3%
Negative	0
Negative (%)	0.0%
Memory size	143.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	5
95-th percentile	15
Maximum	43
Range	43
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.2998641
Coefficient of variation (CV)	1.3543588
Kurtosis	5.9470361
Mean	3.9131907
Median Absolute Deviation (MAD)	2
Skewness	2.2097383
Sum	71674
Variance	28.08856
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	5175	28.3%
1	3212	17.5%
2	2079	11.4%
3	1446	7.9%
4	1014	5.5%
5	897	4.9%
6	654	3.6%
7	607	3.3%
8	509	2.8%
9	456	2.5%
Other values (29)	2267	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5175	28.3%
1	3212	17.5%
2	2079	11.4%
3	1446	7.9%
4	1014	5.5%
5	897	4.9%
6	654	3.6%
7	607	3.3%
8	509	2.8%
9	456	2.5%

Value	Count	Frequency (%)
43	2	< 0.1%
39	1	< 0.1%
38	6	< 0.1%
37	1	< 0.1%
36	5	< 0.1%
35	3	< 0.1%
33	11	0.1%
31	14	0.1%
30	10	0.1%
29	20	0.1%

days_b_screening_arrest
Real number (ℝ)

MISSING ZEROS

Distinct	534
Distinct (%)	3.1%
Missing	1297
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.3024855

Minimum	-597
Maximum	1057
Zeros	3107
Zeros (%)	17.0%
Negative	12698
Negative (%)	69.3%
Memory size	143.2 KiB

Quantile statistics

Minimum	-597
5-th percentile	-47
Q1	-1
median	-1
Q3	0
95-th percentile	43
Maximum	1057
Range	1654
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	81.159881
Coefficient of variation (CV)	18.863488
Kurtosis	51.399708
Mean	4.3024855
Median Absolute Deviation (MAD)	0
Skewness	5.2102096
Sum	73224
Variance	6586.9264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	9676	52.8%
0	3107	17.0%
-2	365	2.0%
-3	194	1.1%
-4	145	0.8%
-5	67	0.4%
-22	66	0.4%
-6	65	0.4%
-23	63	0.3%
-8	60	0.3%
Other values (524)	3211	17.5%
(Missing)	1297	7.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-597	1	< 0.1%
-578	1	< 0.1%
-546	1	< 0.1%
-544	1	< 0.1%
-542	1	< 0.1%
-529	1	< 0.1%
-525	1	< 0.1%
-520	1	< 0.1%
-519	1	< 0.1%
-499	2	< 0.1%

Value	Count	Frequency (%)
1057	2	< 0.1%
1040	2	< 0.1%
1027	2	< 0.1%
1026	2	< 0.1%
1025	2	< 0.1%
1001	2	< 0.1%
982	2	< 0.1%
841	2	< 0.1%
812	2	< 0.1%
805	4	< 0.1%

c_jail_in
Date

MISSING

Distinct	9806
Distinct (%)	57.6%
Missing	1297
Missing (%)	7.1%
Memory size	143.2 KiB

Minimum	2013-01-01 01:31:00
Maximum	2016-11-03 10:26:00

Histogram

Histogram with fixed size bins (bins=50)

c_jail_out
Date

MISSING

Distinct	8714
Distinct (%)	51.2%
Missing	1297
Missing (%)	7.1%
Memory size	143.2 KiB

Minimum	2013-01-02 01:46:00
Maximum	2020-01-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

c_days_from_compas
Real number (ℝ)

MISSING ZEROS

Distinct	657
Distinct (%)	3.8%
Missing	867
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	57.694596

Minimum	0
Maximum	9485
Zeros	2087
Zeros (%)	11.4%
Negative	0
Negative (%)	0.0%
Memory size	143.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	230
Maximum	9485
Range	9485
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	317.99469
Coefficient of variation (CV)	5.5116894
Kurtosis	210.83583
Mean	57.694596
Median Absolute Deviation (MAD)	0
Skewness	12.371435
Sum	1006713
Variance	101120.63
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	10641	58.1%
0	2087	11.4%
2	521	2.8%
3	205	1.1%
4	177	1.0%
5	109	0.6%
23	77	0.4%
6	74	0.4%
7	68	0.4%
22	65	0.4%
Other values (647)	3425	18.7%
(Missing)	867	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2087	11.4%
1	10641	58.1%
2	521	2.8%
3	205	1.1%
4	177	1.0%
5	109	0.6%
6	74	0.4%
7	68	0.4%
8	54	0.3%
9	44	0.2%

Value	Count	Frequency (%)
9485	1	< 0.1%
8023	1	< 0.1%
7604	1	< 0.1%
6594	1	< 0.1%
6323	3	< 0.1%
5935	1	< 0.1%
5806	1	< 0.1%
5519	1	< 0.1%
5450	2	< 0.1%
5185	1	< 0.1%

c_charge_degree
Categorical

IMBALANCE MISSING

Distinct	14
Distinct (%)	0.1%
Missing	867
Missing (%)	4.7%
Memory size	143.2 KiB

(F3)	10294
(M1)	3681
(F2)	1503
(M2)	1283
(F1)	298
Other values (9)	390

Length

Max length	5
Median length	4
Mean length	4.0100292
Min length	3

Characters and Unicode

Total characters	69971
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	(F3)
2nd row	(F3)
3rd row	(F3)
4th row	(F3)
5th row	(F3)

Common Values

Value	Count	Frequency (%)
(F3)	10294	56.2%
(M1)	3681	20.1%
(F2)	1503	8.2%
(M2)	1283	7.0%
(F1)	298	1.6%
(F7)	184	1.0%
(MO3)	154	0.8%
(NI0)	15	0.1%
(F6)	15	0.1%
(F5)	13	0.1%
Other values (4)	9	< 0.1%
(Missing)	867	4.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
f3	10294	59.0%
m1	3681	21.1%
f2	1503	8.6%
m2	1283	7.4%
f1	298	1.7%
f7	184	1.1%
mo3	154	0.9%
ni0	15	0.1%
f6	15	0.1%
f5	13	0.1%
Other values (4)	9	0.1%

Most occurring characters

Value	Count	Frequency (%)
(	17449	24.9%
)	17449	24.9%
F	12307	17.6%
3	10454	14.9%
M	5118	7.3%
1	3979	5.7%
2	2786	4.0%
7	184	0.3%
O	160	0.2%
N	15	< 0.1%
Other values (7)	70	0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	17627	25.2%
Open Punctuation	17449	24.9%
Close Punctuation	17449	24.9%
Decimal Number	17446	24.9%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
F	12307	69.8%
M	5118	29.0%
O	160	0.9%
N	15	0.1%
I	15	0.1%
C	8	< 0.1%
X	2	< 0.1%
T	2	< 0.1%

Decimal Number

Value	Count	Frequency (%)
3	10454	59.9%
1	3979	22.8%
2	2786	16.0%
7	184	1.1%
0	15	0.1%
6	15	0.1%
5	13	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	17449	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	17449	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	52344	74.8%
Latin	17627	25.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
(	17449	33.3%
)	17449	33.3%
3	10454	20.0%
1	3979	7.6%
2	2786	5.3%
7	184	0.4%
0	15	< 0.1%
6	15	< 0.1%
5	13	< 0.1%

Latin

Value	Count	Frequency (%)
F	12307	69.8%
M	5118	29.0%
O	160	0.9%
N	15	0.1%
I	15	0.1%
C	8	< 0.1%
X	2	< 0.1%
T	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	69971	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
(	17449	24.9%
)	17449	24.9%
F	12307	17.6%
3	10454	14.9%
M	5118	7.3%
1	3979	5.7%
2	2786	4.0%
7	184	0.3%
O	160	0.2%
N	15	< 0.1%
Other values (7)	70	0.1%

c_charge_desc
Text

MISSING

Distinct	513
Distinct (%)	2.9%
Missing	881
Missing (%)	4.8%
Memory size	143.2 KiB

Length

Max length	52
Median length	40
Mean length	22.744135
Min length	5

Characters and Unicode

Total characters	396544
Distinct characters	72
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	134 ?
Unique (%)	0.8%

Sample

1st row	Aggravated Assault w/Firearm
2nd row	Aggravated Assault w/Firearm
3rd row	Felony Battery w/Prior Convict
4th row	Possession of Cocaine
5th row	Possession of Cocaine

Value	Count	Frequency (%)
no	3258	5.4%
battery	3122	5.1%
arrest	3090	5.1%
charge	3089	5.1%
case	3085	5.1%
of	2451	4.0%
possession	2250	3.7%
theft	1919	3.2%
cocaine	1567	2.6%
grand	1532	2.5%
Other values (765)	35386	58.2%

Most occurring characters

Value	Count	Frequency (%)
e	44924	11.3%
	43362	10.9%
r	29189	7.4%
a	26375	6.7%
s	25154	6.3%
n	24777	6.2%
o	22353	5.6%
t	21819	5.5%
i	18616	4.7%
c	14813	3.7%
Other values (62)	125162	31.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	299149	75.4%
Uppercase Letter	44545	11.2%
Space Separator	43362	10.9%
Decimal Number	3926	1.0%
Other Punctuation	3809	1.0%
Close Punctuation	598	0.2%
Open Punctuation	598	0.2%
Currency Symbol	233	0.1%
Math Symbol	176	< 0.1%
Dash Punctuation	148	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	44924	15.0%
r	29189	9.8%
a	26375	8.8%
s	25154	8.4%
n	24777	8.3%
o	22353	7.5%
t	21819	7.3%
i	18616	6.2%
c	14813	5.0%
g	10429	3.5%
Other values (16)	60700	20.3%

Uppercase Letter

Value	Count	Frequency (%)
D	5270	11.8%
P	5256	11.8%
B	4371	9.8%
C	4017	9.0%
T	2794	6.3%
W	2357	5.3%
A	2153	4.8%
I	2115	4.7%
O	2098	4.7%
L	2006	4.5%
Other values (14)	12108	27.2%

Decimal Number

Value	Count	Frequency (%)
3	1520	38.7%
0	1028	26.2%
1	472	12.0%
2	375	9.6%
4	257	6.5%
5	189	4.8%
6	70	1.8%
9	7	0.2%
8	6	0.2%
7	2	0.1%

Other Punctuation

Value	Count	Frequency (%)
/	3442	90.4%
,	236	6.2%
.	127	3.3%
#	4	0.1%

Math Symbol

Value	Count	Frequency (%)
<	74	42.0%
+	64	36.4%
>	38	21.6%

Space Separator

Value	Count	Frequency (%)
	43362	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	598	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	598	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	233	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	148	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	343694	86.7%
Common	52850	13.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	44924	13.1%
r	29189	8.5%
a	26375	7.7%
s	25154	7.3%
n	24777	7.2%
o	22353	6.5%
t	21819	6.3%
i	18616	5.4%
c	14813	4.3%
g	10429	3.0%
Other values (40)	105245	30.6%

Common

Value	Count	Frequency (%)
	43362	82.0%
/	3442	6.5%
3	1520	2.9%
0	1028	1.9%
)	598	1.1%
(	598	1.1%
1	472	0.9%
2	375	0.7%
4	257	0.5%
,	236	0.4%
Other values (12)	962	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	396544	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	44924	11.3%
	43362	10.9%
r	29189	7.4%
a	26375	6.7%
s	25154	6.3%
n	24777	6.2%
o	22353	5.6%
t	21819	5.5%
i	18616	4.7%
c	14813	3.7%
Other values (62)	125162	31.6%

is_recid
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

0	9079
1	8417
-1	820

Length

Max length	2
Median length	1
Mean length	1.0447696
Min length	1

Characters and Unicode

Total characters	19136
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	-1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
0	9079	49.6%
1	8417	46.0%
-1	820	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	9237	50.4%
0	9079	49.6%

Most occurring characters

Value	Count	Frequency (%)
1	9237	48.3%
0	9079	47.4%
-	820	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18316	95.7%
Dash Punctuation	820	4.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	9237	50.4%
0	9079	49.6%

Dash Punctuation

Value	Count	Frequency (%)
-	820	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	19136	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	9237	48.3%
0	9079	47.4%
-	820	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	19136	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	9237	48.3%
0	9079	47.4%
-	820	4.3%

r_charge_degree
Categorical

MISSING

Distinct	10
Distinct (%)	0.1%
Missing	9899
Missing (%)	54.0%
Memory size	143.2 KiB

(M1)	2922
(M2)	2590
(F3)	2315
(F2)	332
(MO3)	133
Other values (5)	125

Length

Max length	5
Median length	4
Mean length	4.0169894
Min length	4

Characters and Unicode

Total characters	33811
Distinct characters	12
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	(F3)
2nd row	(M1)
3rd row	(M1)
4th row	(M1)
5th row	(M1)

Common Values

Value	Count	Frequency (%)
(M1)	2922	16.0%
(M2)	2590	14.1%
(F3)	2315	12.6%
(F2)	332	1.8%
(MO3)	133	0.7%
(F1)	103	0.6%
(CO3)	10	0.1%
(F7)	8	< 0.1%
(F6)	3	< 0.1%
(F5)	1	< 0.1%
(Missing)	9899	54.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
m1	2922	34.7%
m2	2590	30.8%
f3	2315	27.5%
f2	332	3.9%
mo3	133	1.6%
f1	103	1.2%
co3	10	0.1%
f7	8	0.1%
f6	3	< 0.1%
f5	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
(	8417	24.9%
)	8417	24.9%
M	5645	16.7%
1	3025	8.9%
2	2922	8.6%
F	2762	8.2%
3	2458	7.3%
O	143	0.4%
C	10	< 0.1%
7	8	< 0.1%
Other values (2)	4	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	8560	25.3%
Open Punctuation	8417	24.9%
Close Punctuation	8417	24.9%
Decimal Number	8417	24.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3025	35.9%
2	2922	34.7%
3	2458	29.2%
7	8	0.1%
6	3	< 0.1%
5	1	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
M	5645	65.9%
F	2762	32.3%
O	143	1.7%
C	10	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	8417	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	8417	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25251	74.7%
Latin	8560	25.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
(	8417	33.3%
)	8417	33.3%
1	3025	12.0%
2	2922	11.6%
3	2458	9.7%
7	8	< 0.1%
6	3	< 0.1%
5	1	< 0.1%

Latin

Value	Count	Frequency (%)
M	5645	65.9%
F	2762	32.3%
O	143	1.7%
C	10	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33811	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
(	8417	24.9%
)	8417	24.9%
M	5645	16.7%
1	3025	8.9%
2	2922	8.6%
F	2762	8.2%
3	2458	7.3%
O	143	0.4%
C	10	< 0.1%
7	8	< 0.1%
Other values (2)	4	< 0.1%

r_days_from_arrest
Real number (ℝ)

MISSING ZEROS

Distinct	201
Distinct (%)	3.2%
Missing	11957
Missing (%)	65.3%
Infinite	0
Infinite (%)	0.0%
Mean	19.961629

Minimum	-1
Maximum	993
Zeros	4620
Zeros (%)	25.2%
Negative	12
Negative (%)	0.1%
Memory size	143.2 KiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	136
Maximum	993
Range	994
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	74.139695
Coefficient of variation (CV)	3.7141104
Kurtosis	51.660047
Mean	19.961629
Median Absolute Deviation (MAD)	0
Skewness	6.2640975
Sum	126936
Variance	5496.6943
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4620	25.2%
1	769	4.2%
78	20	0.1%
51	20	0.1%
59	17	0.1%
36	17	0.1%
21	16	0.1%
77	16	0.1%
39	14	0.1%
18	14	0.1%
Other values (191)	836	4.6%
(Missing)	11957	65.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	12	0.1%
0	4620	25.2%
1	769	4.2%
2	3	< 0.1%
3	11	0.1%
4	8	< 0.1%
5	8	< 0.1%
6	13	0.1%
7	2	< 0.1%
8	8	< 0.1%

Value	Count	Frequency (%)
993	3	< 0.1%
862	2	< 0.1%
825	3	< 0.1%
786	5	< 0.1%
758	2	< 0.1%
721	2	< 0.1%
614	3	< 0.1%
596	2	< 0.1%
554	3	< 0.1%
523	3	< 0.1%

r_offense_date
Date

MISSING

Distinct	1075
Distinct (%)	12.8%
Missing	9899
Missing (%)	54.0%
Memory size	143.2 KiB

Minimum	2013-01-03 00:00:00
Maximum	2016-12-03 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

r_charge_desc
Text

MISSING

Distinct	341
Distinct (%)	4.1%
Missing	10039
Missing (%)	54.8%
Memory size	143.2 KiB

Length

Max length	52
Median length	38
Mean length	25.374653
Min length	6

Characters and Unicode

Total characters	210026
Distinct characters	72
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	56 ?
Unique (%)	0.7%

Sample

1st row	Felony Battery (Dom Strang)
2nd row	Driving Under The Influence
3rd row	Driving Under The Influence
4th row	Driving Under The Influence
5th row	Driving Under The Influence

Value	Count	Frequency (%)
theft	1227	4.2%
license	1051	3.6%
w/o	991	3.4%
of	828	2.8%
possess	821	2.8%
driving	759	2.6%
possession	731	2.5%
petit	701	2.4%
or	682	2.3%
violence	655	2.2%
Other values (583)	20943	71.3%

Most occurring characters

Value	Count	Frequency (%)
e	22059	10.5%
	21127	10.1%
s	17802	8.5%
i	13506	6.4%
n	12990	6.2%
t	11406	5.4%
r	11348	5.4%
a	9331	4.4%
o	8861	4.2%
c	6149	2.9%
Other values (62)	75447	35.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	149238	71.1%
Uppercase Letter	30209	14.4%
Space Separator	21127	10.1%
Decimal Number	4226	2.0%
Other Punctuation	4153	2.0%
Currency Symbol	499	0.2%
Dash Punctuation	221	0.1%
Math Symbol	149	0.1%
Open Punctuation	102	< 0.1%
Close Punctuation	102	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	22059	14.8%
s	17802	11.9%
i	13506	9.0%
n	12990	8.7%
t	11406	7.6%
r	11348	7.6%
a	9331	6.3%
o	8861	5.9%
c	6149	4.1%
l	5063	3.4%
Other values (16)	30723	20.6%

Uppercase Letter

Value	Count	Frequency (%)
O	3862	12.8%
P	3594	11.9%
D	2810	9.3%
L	2706	9.0%
T	2292	7.6%
C	2146	7.1%
S	2013	6.7%
V	1676	5.5%
W	1648	5.5%
G	1161	3.8%
Other values (14)	6301	20.9%

Decimal Number

Value	Count	Frequency (%)
0	1794	42.5%
2	855	20.2%
1	713	16.9%
3	647	15.3%
6	63	1.5%
4	57	1.3%
5	52	1.2%
9	22	0.5%
8	21	0.5%
7	2	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
/	4089	98.5%
,	56	1.3%
"	4	0.1%
.	4	0.1%

Math Symbol

Value	Count	Frequency (%)
<	61	40.9%
>	58	38.9%
+	30	20.1%

Space Separator

Value	Count	Frequency (%)
	21127	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	499	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	221	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	102	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	102	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	179447	85.4%
Common	30579	14.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	22059	12.3%
s	17802	9.9%
i	13506	7.5%
n	12990	7.2%
t	11406	6.4%
r	11348	6.3%
a	9331	5.2%
o	8861	4.9%
c	6149	3.4%
l	5063	2.8%
Other values (40)	60932	34.0%

Common

Value	Count	Frequency (%)
	21127	69.1%
/	4089	13.4%
0	1794	5.9%
2	855	2.8%
1	713	2.3%
3	647	2.1%
$	499	1.6%
-	221	0.7%
(	102	0.3%
)	102	0.3%
Other values (12)	430	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	210026	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	22059	10.5%
	21127	10.1%
s	17802	8.5%
i	13506	6.4%
n	12990	6.2%
t	11406	5.4%
r	11348	5.4%
a	9331	4.4%
o	8861	4.2%
c	6149	2.9%
Other values (62)	75447	35.9%

r_jail_in
Date

MISSING

Distinct	972
Distinct (%)	15.3%
Missing	11957
Missing (%)	65.3%
Memory size	143.2 KiB

Minimum	2013-01-03 00:00:00
Maximum	2016-12-02 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

violent_recid
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	18316
Missing (%)	100.0%
Memory size	143.2 KiB

is_violent_recid
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

0	16977
1	1339

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	18316
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	16977	92.7%
1	1339	7.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	16977	92.7%
1	1339	7.3%

Most occurring characters

Value	Count	Frequency (%)
0	16977	92.7%
1	1339	7.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18316	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	16977	92.7%
1	1339	7.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	18316	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	16977	92.7%
1	1339	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18316	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	16977	92.7%
1	1339	7.3%

vr_charge_degree
Categorical

MISSING

Distinct	9
Distinct (%)	0.7%
Missing	16977
Missing (%)	92.7%
Memory size	143.2 KiB

(M1)	550
(F3)	374
(F2)	276
(F1)	65
(M2)	40
Other values (4)	34

Length

Max length	5
Median length	4
Mean length	4.004481
Min length	4

Characters and Unicode

Total characters	5362
Distinct characters	11
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	(F3)
2nd row	(F2)
3rd row	(F1)
4th row	(F3)
5th row	(F3)

Common Values

Value	Count	Frequency (%)
(M1)	550	3.0%
(F3)	374	2.0%
(F2)	276	1.5%
(F1)	65	0.4%
(M2)	40	0.2%
(F7)	23	0.1%
(MO3)	6	< 0.1%
(F6)	4	< 0.1%
(F5)	1	< 0.1%
(Missing)	16977	92.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
m1	550	41.1%
f3	374	27.9%
f2	276	20.6%
f1	65	4.9%
m2	40	3.0%
f7	23	1.7%
mo3	6	0.4%
f6	4	0.3%
f5	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
(	1339	25.0%
)	1339	25.0%
F	743	13.9%
1	615	11.5%
M	596	11.1%
3	380	7.1%
2	316	5.9%
7	23	0.4%
O	6	0.1%
6	4	0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1345	25.1%
Open Punctuation	1339	25.0%
Close Punctuation	1339	25.0%
Decimal Number	1339	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	615	45.9%
3	380	28.4%
2	316	23.6%
7	23	1.7%
6	4	0.3%
5	1	0.1%

Uppercase Letter

Value	Count	Frequency (%)
F	743	55.2%
M	596	44.3%
O	6	0.4%

Open Punctuation

Value	Count	Frequency (%)
(	1339	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1339	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4017	74.9%
Latin	1345	25.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
(	1339	33.3%
)	1339	33.3%
1	615	15.3%
3	380	9.5%
2	316	7.9%
7	23	0.6%
6	4	0.1%
5	1	< 0.1%

Latin

Value	Count	Frequency (%)
F	743	55.2%
M	596	44.3%
O	6	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5362	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
(	1339	25.0%
)	1339	25.0%
F	743	13.9%
1	615	11.5%
M	596	11.1%
3	380	7.1%
2	316	5.9%
7	23	0.4%
O	6	0.1%
6	4	0.1%

vr_offense_date
Date

MISSING

Distinct	570
Distinct (%)	42.6%
Missing	16977
Missing (%)	92.7%
Memory size	143.2 KiB

Minimum	2013-01-04 00:00:00
Maximum	2016-11-01 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

vr_charge_desc
Text

MISSING

Distinct	83
Distinct (%)	6.2%
Missing	16977
Missing (%)	92.7%
Memory size	143.2 KiB

Length

Max length	37
Median length	34
Mean length	18.159074
Min length	7

Characters and Unicode

Total characters	24315
Distinct characters	59
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	22 ?
Unique (%)	1.6%

Sample

1st row	Felony Battery (Dom Strang)
2nd row	Aggrav Battery w/Deadly Weapon
3rd row	Kidnapping (Facilitate Felony)
4th row	Felony Battery
5th row	Felony Battery

Value	Count	Frequency (%)
battery	877	24.6%
aggravated	162	4.5%
assault	150	4.2%
weapon	137	3.8%
robbery	128	3.6%
	123	3.4%
felony	114	3.2%
agg	98	2.7%
officer	82	2.3%
law	82	2.3%
Other values (139)	1617	45.3%

Most occurring characters

Value	Count	Frequency (%)
t	2534	10.4%
e	2303	9.5%
a	2261	9.3%
	2242	9.2%
r	2005	8.2%
y	1244	5.1%
B	969	4.0%
g	961	4.0%
o	927	3.8%
n	913	3.8%
Other values (49)	7956	32.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	17774	73.1%
Uppercase Letter	3564	14.7%
Space Separator	2242	9.2%
Other Punctuation	489	2.0%
Close Punctuation	87	0.4%
Open Punctuation	87	0.4%
Decimal Number	55	0.2%
Dash Punctuation	9	< 0.1%
Math Symbol	8	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	2534	14.3%
e	2303	13.0%
a	2261	12.7%
r	2005	11.3%
y	1244	7.0%
g	961	5.4%
o	927	5.2%
n	913	5.1%
l	616	3.5%
d	572	3.2%
Other values (14)	3438	19.3%

Uppercase Letter

Value	Count	Frequency (%)
B	969	27.2%
A	559	15.7%
W	317	8.9%
D	253	7.1%
F	236	6.6%
S	186	5.2%
E	133	3.7%
R	130	3.6%
P	129	3.6%
O	109	3.1%
Other values (12)	543	15.2%

Decimal Number

Value	Count	Frequency (%)
1	14	25.5%
5	14	25.5%
6	13	23.6%
2	11	20.0%
7	2	3.6%
8	1	1.8%

Other Punctuation

Value	Count	Frequency (%)
/	486	99.4%
.	3	0.6%

Space Separator

Value	Count	Frequency (%)
	2242	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	87	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	87	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9	100.0%

Math Symbol

Value	Count	Frequency (%)
+	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	21338	87.8%
Common	2977	12.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	2534	11.9%
e	2303	10.8%
a	2261	10.6%
r	2005	9.4%
y	1244	5.8%
B	969	4.5%
g	961	4.5%
o	927	4.3%
n	913	4.3%
l	616	2.9%
Other values (36)	6605	31.0%

Common

Value	Count	Frequency (%)
	2242	75.3%
/	486	16.3%
)	87	2.9%
(	87	2.9%
1	14	0.5%
5	14	0.5%
6	13	0.4%
2	11	0.4%
-	9	0.3%
+	8	0.3%
Other values (3)	6	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24315	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	2534	10.4%
e	2303	9.5%
a	2261	9.3%
	2242	9.2%
r	2005	8.2%
y	1244	5.1%
B	969	4.0%
g	961	4.0%
o	927	3.8%
n	913	3.8%
Other values (49)	7956	32.7%

type_of_assessment
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

Risk of Recidivism	18316

Length

Max length	18
Median length	18
Mean length	18
Min length	18

Characters and Unicode

Total characters	329688
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Risk of Recidivism
2nd row	Risk of Recidivism
3rd row	Risk of Recidivism
4th row	Risk of Recidivism
5th row	Risk of Recidivism

Common Values

Value	Count	Frequency (%)
Risk of Recidivism	18316	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
risk	18316	33.3%
of	18316	33.3%
recidivism	18316	33.3%

Most occurring characters

Value	Count	Frequency (%)
i	73264	22.2%
R	36632	11.1%
s	36632	11.1%
	36632	11.1%
k	18316	5.6%
o	18316	5.6%
f	18316	5.6%
e	18316	5.6%
c	18316	5.6%
d	18316	5.6%
Other values (2)	36632	11.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	256424	77.8%
Uppercase Letter	36632	11.1%
Space Separator	36632	11.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	73264	28.6%
s	36632	14.3%
k	18316	7.1%
o	18316	7.1%
f	18316	7.1%
e	18316	7.1%
c	18316	7.1%
d	18316	7.1%
v	18316	7.1%
m	18316	7.1%

Uppercase Letter

Value	Count	Frequency (%)
R	36632	100.0%

Space Separator

Value	Count	Frequency (%)
	36632	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	293056	88.9%
Common	36632	11.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	73264	25.0%
R	36632	12.5%
s	36632	12.5%
k	18316	6.2%
o	18316	6.2%
f	18316	6.2%
e	18316	6.2%
c	18316	6.2%
d	18316	6.2%
v	18316	6.2%

Common

Value	Count	Frequency (%)
	36632	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	329688	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	73264	22.2%
R	36632	11.1%
s	36632	11.1%
	36632	11.1%
k	18316	5.6%
o	18316	5.6%
f	18316	5.6%
e	18316	5.6%
c	18316	5.6%
d	18316	5.6%
Other values (2)	36632	11.1%

decile_score.1
Real number (ℝ)

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9970518

Minimum	-1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	23
Negative (%)	0.1%
Memory size	143.2 KiB

Quantile statistics

Minimum	-1
5-th percentile	1
Q1	2
median	5
Q3	8
95-th percentile	10
Maximum	10
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	2.937569
Coefficient of variation (CV)	0.58786043
Kurtosis	-1.2452923
Mean	4.9970518
Median Absolute Deviation (MAD)	3
Skewness	0.15158307
Sum	91526
Variance	8.6293115
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	2923	16.0%
2	2031	11.1%
4	1830	10.0%
3	1813	9.9%
7	1720	9.4%
6	1713	9.4%
9	1670	9.1%
5	1649	9.0%
8	1614	8.8%
10	1330	7.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	23	0.1%
1	2923	16.0%
2	2031	11.1%
3	1813	9.9%
4	1830	10.0%
5	1649	9.0%
6	1713	9.4%
7	1720	9.4%
8	1614	8.8%
9	1670	9.1%

Value	Count	Frequency (%)
10	1330	7.3%
9	1670	9.1%
8	1614	8.8%
7	1720	9.4%
6	1713	9.4%
5	1649	9.0%
4	1830	10.0%
3	1813	9.9%
2	2031	11.1%
1	2923	16.0%

score_text
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	23
Missing (%)	0.1%
Memory size	143.2 KiB

Low	8597
Medium	5082
High	4614

Length

Max length	6
Median length	4
Mean length	4.0856612
Min length	3

Characters and Unicode

Total characters	74739
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Low
2nd row	Low
3rd row	Medium
4th row	Low
5th row	Low

Common Values

Value	Count	Frequency (%)
Low	8597	46.9%
Medium	5082	27.7%
High	4614	25.2%
(Missing)	23	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
low	8597	47.0%
medium	5082	27.8%
high	4614	25.2%

Most occurring characters

Value	Count	Frequency (%)
i	9696	13.0%
L	8597	11.5%
o	8597	11.5%
w	8597	11.5%
M	5082	6.8%
e	5082	6.8%
d	5082	6.8%
u	5082	6.8%
m	5082	6.8%
H	4614	6.2%
Other values (2)	9228	12.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	56446	75.5%
Uppercase Letter	18293	24.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	9696	17.2%
o	8597	15.2%
w	8597	15.2%
e	5082	9.0%
d	5082	9.0%
u	5082	9.0%
m	5082	9.0%
g	4614	8.2%
h	4614	8.2%

Uppercase Letter

Value	Count	Frequency (%)
L	8597	47.0%
M	5082	27.8%
H	4614	25.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	74739	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	9696	13.0%
L	8597	11.5%
o	8597	11.5%
w	8597	11.5%
M	5082	6.8%
e	5082	6.8%
d	5082	6.8%
u	5082	6.8%
m	5082	6.8%
H	4614	6.2%
Other values (2)	9228	12.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	74739	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	9696	13.0%
L	8597	11.5%
o	8597	11.5%
w	8597	11.5%
M	5082	6.8%
e	5082	6.8%
d	5082	6.8%
u	5082	6.8%
m	5082	6.8%
H	4614	6.2%
Other values (2)	9228	12.3%

screening_date
Date

Distinct	703
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

Minimum	2013-01-01 00:00:00
Maximum	2014-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

v_type_of_assessment
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

Risk of Violence	18316

Length

Max length	16
Median length	16
Mean length	16
Min length	16

Characters and Unicode

Total characters	293056
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Risk of Violence
2nd row	Risk of Violence
3rd row	Risk of Violence
4th row	Risk of Violence
5th row	Risk of Violence

Common Values

Value	Count	Frequency (%)
Risk of Violence	18316	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
risk	18316	33.3%
of	18316	33.3%
violence	18316	33.3%

Most occurring characters

Value	Count	Frequency (%)
i	36632	12.5%
	36632	12.5%
o	36632	12.5%
e	36632	12.5%
R	18316	6.2%
s	18316	6.2%
k	18316	6.2%
f	18316	6.2%
V	18316	6.2%
l	18316	6.2%
Other values (2)	36632	12.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	219792	75.0%
Space Separator	36632	12.5%
Uppercase Letter	36632	12.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	36632	16.7%
o	36632	16.7%
e	36632	16.7%
s	18316	8.3%
k	18316	8.3%
f	18316	8.3%
l	18316	8.3%
n	18316	8.3%
c	18316	8.3%

Uppercase Letter

Value	Count	Frequency (%)
R	18316	50.0%
V	18316	50.0%

Space Separator

Value	Count	Frequency (%)
	36632	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	256424	87.5%
Common	36632	12.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	36632	14.3%
o	36632	14.3%
e	36632	14.3%
R	18316	7.1%
s	18316	7.1%
k	18316	7.1%
f	18316	7.1%
V	18316	7.1%
l	18316	7.1%
n	18316	7.1%

Common

Value	Count	Frequency (%)
	36632	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	293056	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	36632	12.5%
	36632	12.5%
o	36632	12.5%
e	36632	12.5%
R	18316	6.2%
s	18316	6.2%
k	18316	6.2%
f	18316	6.2%
V	18316	6.2%
l	18316	6.2%
Other values (2)	36632	12.5%

v_decile_score
Real number (ℝ)

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0228216

Minimum	-1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	6
Negative (%)	< 0.1%
Memory size	143.2 KiB

Quantile statistics

Minimum	-1
5-th percentile	1
Q1	2
median	4
Q3	6
95-th percentile	9
Maximum	10
Range	11
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.6141894
Coefficient of variation (CV)	0.64983977
Kurtosis	-0.7696677
Mean	4.0228216
Median Absolute Deviation (MAD)	2
Skewness	0.55900485
Sum	73682
Variance	6.8339864
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	4118	22.5%
2	2536	13.8%
3	2467	13.5%
4	2026	11.1%
5	1864	10.2%
6	1615	8.8%
7	1307	7.1%
8	994	5.4%
9	948	5.2%
10	435	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	6	< 0.1%
1	4118	22.5%
2	2536	13.8%
3	2467	13.5%
4	2026	11.1%
5	1864	10.2%
6	1615	8.8%
7	1307	7.1%
8	994	5.4%
9	948	5.2%

Value	Count	Frequency (%)
10	435	2.4%
9	948	5.2%
8	994	5.4%
7	1307	7.1%
6	1615	8.8%
5	1864	10.2%
4	2026	11.1%
3	2467	13.5%
2	2536	13.8%
1	4118	22.5%

v_score_text
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	6
Missing (%)	< 0.1%
Memory size	143.2 KiB

Low	11147
Medium	4786
High	2377

Length

Max length	6
Median length	3
Mean length	3.9139814
Min length	3

Characters and Unicode

Total characters	71665
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Low
2nd row	Low
3rd row	Low
4th row	Low
5th row	Low

Common Values

Value	Count	Frequency (%)
Low	11147	60.9%
Medium	4786	26.1%
High	2377	13.0%
(Missing)	6	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
low	11147	60.9%
medium	4786	26.1%
high	2377	13.0%

Most occurring characters

Value	Count	Frequency (%)
L	11147	15.6%
o	11147	15.6%
w	11147	15.6%
i	7163	10.0%
M	4786	6.7%
e	4786	6.7%
d	4786	6.7%
u	4786	6.7%
m	4786	6.7%
H	2377	3.3%
Other values (2)	4754	6.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	53355	74.5%
Uppercase Letter	18310	25.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	11147	20.9%
w	11147	20.9%
i	7163	13.4%
e	4786	9.0%
d	4786	9.0%
u	4786	9.0%
m	4786	9.0%
g	2377	4.5%
h	2377	4.5%

Uppercase Letter

Value	Count	Frequency (%)
L	11147	60.9%
M	4786	26.1%
H	2377	13.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	71665	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	11147	15.6%
o	11147	15.6%
w	11147	15.6%
i	7163	10.0%
M	4786	6.7%
e	4786	6.7%
d	4786	6.7%
u	4786	6.7%
m	4786	6.7%
H	2377	3.3%
Other values (2)	4754	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	71665	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
L	11147	15.6%
o	11147	15.6%
w	11147	15.6%
i	7163	10.0%
M	4786	6.7%
e	4786	6.7%
d	4786	6.7%
u	4786	6.7%
m	4786	6.7%
H	2377	3.3%
Other values (2)	4754	6.6%

priors_count.1
Real number (ℝ)

ZEROS

Distinct	39
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9131907

Minimum	0
Maximum	43
Zeros	5175
Zeros (%)	28.3%
Negative	0
Negative (%)	0.0%
Memory size	143.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	5
95-th percentile	15
Maximum	43
Range	43
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.2998641
Coefficient of variation (CV)	1.3543588
Kurtosis	5.9470361
Mean	3.9131907
Median Absolute Deviation (MAD)	2
Skewness	2.2097383
Sum	71674
Variance	28.08856
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0	5175	28.3%
1	3212	17.5%
2	2079	11.4%
3	1446	7.9%
4	1014	5.5%
5	897	4.9%
6	654	3.6%
7	607	3.3%
8	509	2.8%
9	456	2.5%
Other values (29)	2267	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5175	28.3%
1	3212	17.5%
2	2079	11.4%
3	1446	7.9%
4	1014	5.5%
5	897	4.9%
6	654	3.6%
7	607	3.3%
8	509	2.8%
9	456	2.5%

Value	Count	Frequency (%)
43	2	< 0.1%
39	1	< 0.1%
38	6	< 0.1%
37	1	< 0.1%
36	5	< 0.1%
35	3	< 0.1%
33	11	0.1%
31	14	0.1%
30	10	0.1%
29	20	0.1%

event
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	143.2 KiB

0	17497
1	819

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	18316
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	17497	95.5%
1	819	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	17497	95.5%
1	819	4.5%

Most occurring characters

Value	Count	Frequency (%)
0	17497	95.5%
1	819	4.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18316	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	17497	95.5%
1	819	4.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	18316	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	17497	95.5%
1	819	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18316	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	17497	95.5%
1	819	4.5%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	id	name	first	last	sex	dob	age	age_cat	race	decile_score	juv_misd_count	juv_other_count	priors_count	days_b_screening_arrest	c_jail_in	c_jail_out	c_days_from_compas	c_charge_degree	c_charge_desc	is_recid	r_charge_degree	r_days_from_arrest	r_offense_date	r_charge_desc	r_jail_in	violent_recid	is_violent_recid	vr_charge_degree	vr_offense_date	vr_charge_desc	type_of_assessment	decile_score.1	score_text	screening_date	v_type_of_assessment	v_decile_score	v_score_text	priors_count.1	event
0	1.0	miguel hernandez	miguel	hernandez	Male	18/04/1947	69	Greater than 45	Other	1	0	0	0	-1.0	13/08/2013 6:03	14/08/2013 5:41	1.0	(F3)	Aggravated Assault w/Firearm	0	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	Risk of Recidivism	1	Low	14/08/2013	Risk of Violence	1	Low	0	0
1	2.0	miguel hernandez	miguel	hernandez	Male	18/04/1947	69	Greater than 45	Other	1	0	0	0	-1.0	13/08/2013 6:03	14/08/2013 5:41	1.0	(F3)	Aggravated Assault w/Firearm	0	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	Risk of Recidivism	1	Low	14/08/2013	Risk of Violence	1	Low	0	0
2	3.0	michael ryan	michael	ryan	Male	06/02/1985	31	25 - 45	Caucasian	5	0	0	0	NaN	NaN	NaN	NaN	NaN	NaN	-1	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	Risk of Recidivism	5	Medium	31/12/2014	Risk of Violence	2	Low	0	0
3	4.0	kevon dixon	kevon	dixon	Male	22/01/1982	34	25 - 45	African-American	3	0	0	0	-1.0	26/01/2013 3:45	05/02/2013 5:36	1.0	(F3)	Felony Battery w/Prior Convict	1	(F3)	NaN	05/07/2013	Felony Battery (Dom Strang)	NaN	NaN	1	(F3)	05/07/2013	Felony Battery (Dom Strang)	Risk of Recidivism	3	Low	27/01/2013	Risk of Violence	1	Low	0	1
4	5.0	ed philo	ed	philo	Male	14/05/1991	24	Less than 25	African-American	4	0	1	4	-1.0	13/04/2013 4:58	14/04/2013 7:02	1.0	(F3)	Possession of Cocaine	1	(M1)	0.0	16/06/2013	Driving Under The Influence	16/06/2013	NaN	0	NaN	NaN	NaN	Risk of Recidivism	4	Low	14/04/2013	Risk of Violence	3	Low	4	0
5	6.0	ed philo	ed	philo	Male	14/05/1991	24	Less than 25	African-American	4	0	1	4	-1.0	13/04/2013 4:58	14/04/2013 7:02	1.0	(F3)	Possession of Cocaine	1	(M1)	0.0	16/06/2013	Driving Under The Influence	16/06/2013	NaN	0	NaN	NaN	NaN	Risk of Recidivism	4	Low	14/04/2013	Risk of Violence	3	Low	4	0
6	7.0	ed philo	ed	philo	Male	14/05/1991	24	Less than 25	African-American	4	0	1	4	-1.0	13/04/2013 4:58	14/04/2013 7:02	1.0	(F3)	Possession of Cocaine	1	(M1)	0.0	16/06/2013	Driving Under The Influence	16/06/2013	NaN	0	NaN	NaN	NaN	Risk of Recidivism	4	Low	14/04/2013	Risk of Violence	3	Low	4	0
7	8.0	ed philo	ed	philo	Male	14/05/1991	24	Less than 25	African-American	4	0	1	4	-1.0	13/04/2013 4:58	14/04/2013 7:02	1.0	(F3)	Possession of Cocaine	1	(M1)	0.0	16/06/2013	Driving Under The Influence	16/06/2013	NaN	0	NaN	NaN	NaN	Risk of Recidivism	4	Low	14/04/2013	Risk of Violence	3	Low	4	0
8	9.0	ed philo	ed	philo	Male	14/05/1991	24	Less than 25	African-American	4	0	1	4	-1.0	13/04/2013 4:58	14/04/2013 7:02	1.0	(F3)	Possession of Cocaine	1	(M1)	0.0	16/06/2013	Driving Under The Influence	16/06/2013	NaN	0	NaN	NaN	NaN	Risk of Recidivism	4	Low	14/04/2013	Risk of Violence	3	Low	4	0
9	10.0	marcu brown	marcu	brown	Male	21/01/1993	23	Less than 25	African-American	8	1	0	1	NaN	NaN	NaN	1.0	(F3)	Possession of Cannabis	0	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	Risk of Recidivism	8	High	13/01/2013	Risk of Violence	6	Medium	1	0

	id	name	first	last	sex	dob	age	age_cat	race	decile_score	priors_count	days_b_screening_arrest	c_jail_in	c_jail_out	c_days_from_compas	c_charge_degree	c_charge_desc	is_recid	r_charge_degree	r_days_from_arrest	r_offense_date	r_charge_desc	r_jail_in	violent_recid	vr_charge_degree	vr_offense_date	vr_charge_desc	type_of_assessment	decile_score.1	score_text	screening_date	v_type_of_assessment	v_decile_score	v_score_text	priors_count.1
18306	NaN	raheem smith	raheem	smith	Male	28/06/1995	20	Less than 25	African-American	9	0	-1.0	19/10/2013 11:17	20/10/2013 8:13	1.0	(F3)	Possession of Cocaine	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Risk of Recidivism	9	High	20/10/2013	Risk of Violence	9	High	0
18307	NaN	raheem smith	raheem	smith	Male	28/06/1995	20	Less than 25	African-American	9	0	-1.0	19/10/2013 11:17	20/10/2013 8:13	1.0	(F3)	Possession of Cocaine	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Risk of Recidivism	9	High	20/10/2013	Risk of Violence	9	High	0
18308	NaN	raheem smith	raheem	smith	Male	28/06/1995	20	Less than 25	African-American	9	0	-1.0	19/10/2013 11:17	20/10/2013 8:13	1.0	(F3)	Possession of Cocaine	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Risk of Recidivism	9	High	20/10/2013	Risk of Violence	9	High	0
18309	NaN	steven butler	steven	butler	Male	17/07/1992	23	Less than 25	African-American	7	0	-1.0	22/11/2013 5:18	24/11/2013 2:59	1.0	(F3)	Deliver Cannabis	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Risk of Recidivism	7	Medium	23/11/2013	Risk of Violence	5	Medium	0
18310	NaN	malcolm simmons	malcolm	simmons	Male	25/03/1993	23	Less than 25	African-American	3	0	-1.0	31/01/2014 7:13	02/02/2014 4:03	1.0	(F3)	Leaving the Scene of Accident	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Risk of Recidivism	3	Low	01/02/2014	Risk of Violence	5	Medium	0
18311	NaN	alexsandra beauchamps	alexsandra	beauchamps	Female	21/12/1984	31	25 - 45	African-American	6	5	-1.0	28/12/2014 10:14	07/01/2015 11:42	1.0	(M1)	Battery	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Risk of Recidivism	6	Medium	29/12/2014	Risk of Violence	4	Low	5
18312	NaN	winston gregory	winston	gregory	Male	01/10/1958	57	Greater than 45	Other	1	0	-1.0	13/01/2014 5:48	14/01/2014 7:49	1.0	(F2)	Aggravated Battery / Pregnant	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Risk of Recidivism	1	Low	14/01/2014	Risk of Violence	1	Low	0
18313	NaN	farrah jean	farrah	jean	Female	17/11/1982	33	25 - 45	African-American	2	3	-1.0	08/03/2014 8:06	09/03/2014 12:18	1.0	(M1)	Battery on Law Enforc Officer	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Risk of Recidivism	2	Low	09/03/2014	Risk of Violence	2	Low	3
18314	NaN	florencia sanmartin	florencia	sanmartin	Female	18/12/1992	23	Less than 25	Hispanic	4	2	-2.0	28/06/2014 12:16	30/06/2014 11:19	2.0	(F3)	Possession of Ethylone	1	(M2)	0.0	15/03/2015	Operating W/O Valid License	15/03/2015	NaN	NaN	NaN	NaN	Risk of Recidivism	4	Low	30/06/2014	Risk of Violence	4	Low	2
18315	NaN	florencia sanmartin	florencia	sanmartin	Female	18/12/1992	23	Less than 25	Hispanic	4	2	-2.0	28/06/2014 12:16	30/06/2014 11:19	2.0	(F3)	Possession of Ethylone	1	(M2)	0.0	15/03/2015	Operating W/O Valid License	15/03/2015	NaN	NaN	NaN	NaN	Risk of Recidivism	4	Low	30/06/2014	Risk of Violence	4	Low	2

Most frequently occurring

	id	name	first	last	sex	dob	age	age_cat	race	decile_score	juv_other_count	priors_count	days_b_screening_arrest	c_jail_in	c_jail_out	c_days_from_compas	c_charge_degree	c_charge_desc	is_recid	r_charge_degree	r_days_from_arrest	r_offense_date	r_charge_desc	r_jail_in	is_violent_recid	vr_charge_degree	vr_offense_date	vr_charge_desc	type_of_assessment	decile_score.1	score_text	screening_date	v_type_of_assessment	v_decile_score	v_score_text	priors_count.1	# duplicates
161	NaN	brandon ross	brandon	ross	Male	17/02/1985	31	25 - 45	Caucasian	3	0	1	-1.0	04/02/2013 7:24	15/03/2013 8:19	1.0	(F3)	Possession of Cocaine	1	(M2)	0.0	14/04/2013	Obstuct By Solicitation	14/04/2013	0	NaN	NaN	NaN	Risk of Recidivism	3	Low	05/02/2013	Risk of Violence	2	Low	1	13
1481	NaN	valerie agostino	valerie	agostino	Female	21/11/1991	24	Less than 25	Caucasian	10	0	9	-1.0	09/04/2013 9:14	18/04/2013 6:22	1.0	(M1)	Possess Drug Paraphernalia	1	(M1)	0.0	21/04/2013	Possess Drug Paraphernalia	21/04/2013	0	NaN	NaN	NaN	Risk of Recidivism	10	High	10/04/2013	Risk of Violence	8	High	9	13
852	NaN	kimani ogarro	kimani	ogarro	Male	08/05/1993	22	Less than 25	African-American	3	0	0	-1.0	11/02/2013 6:17	12/02/2013 8:09	1.0	(F3)	Grand Theft in the 3rd Degree	1	(M1)	NaN	17/06/2013	Trespass Other Struct/Convey	NaN	0	NaN	NaN	NaN	Risk of Recidivism	3	Low	12/02/2013	Risk of Violence	5	Medium	0	11
112	NaN	ashley rivera	ashley	rivera	Female	31/08/1991	24	Less than 25	Caucasian	8	0	0	NaN	NaN	NaN	NaN	NaN	NaN	-1	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	Risk of Recidivism	8	High	01/05/2013	Risk of Violence	5	Medium	0	9
292	NaN	daniel diaz	daniel	diaz	Male	05/04/1966	50	Greater than 45	Hispanic	9	0	3	-1.0	19/01/2013 7:35	22/02/2013 6:46	1.0	(F3)	Possession of Cocaine	1	(F3)	0.0	03/05/2013	Tampering With Physical Evidence	03/05/2013	0	NaN	NaN	NaN	Risk of Recidivism	9	High	20/01/2013	Risk of Violence	4	Low	3	9
1080	NaN	neville henry	neville	henry	Male	02/11/1992	23	Less than 25	African-American	9	1	5	-1.0	06/03/2013 5:57	11/03/2013 5:35	1.0	(F3)	Grand Theft in the 3rd Degree	1	(MO3)	0.0	11/04/2013	Retail Theft	11/04/2013	1	(M1)	06/01/2015	Battery	Risk of Recidivism	9	High	07/03/2013	Risk of Violence	9	High	5	9
89	NaN	anton bryant	anton	bryant	Male	10/06/1983	32	25 - 45	African-American	9	0	13	-1.0	24/02/2013 8:44	04/04/2013 4:04	1.0	(M1)	Possess Cannabis/20 Grams Or Less	1	(M2)	NaN	22/04/2013	Susp Drivers Lic 1st Offense	NaN	0	NaN	NaN	NaN	Risk of Recidivism	9	High	25/02/2013	Risk of Violence	8	High	13	8
199	NaN	carl toussaint	carl	toussaint	Male	07/09/1983	32	25 - 45	African-American	4	0	5	-1.0	17/01/2013 9:42	18/01/2013 10:00	1.0	(M1)	arrest case no charge	0	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	Risk of Recidivism	4	Low	18/01/2013	Risk of Violence	4	Low	5	8
241	NaN	christian stubbs	christian	stubbs	Male	15/01/1990	26	25 - 45	African-American	8	0	2	-1.0	25/04/2013 11:49	26/04/2013 7:29	1.0	(F3)	Possession of Cocaine	1	(M2)	36.0	01/06/2013	Driving License Suspended	07/07/2013	0	NaN	NaN	NaN	Risk of Recidivism	8	High	26/04/2013	Risk of Violence	8	High	2	8
376	NaN	deshawn isaac	deshawn	isaac	Male	03/04/1996	20	Less than 25	African-American	6	0	0	-1.0	09/09/2014 5:51	11/09/2014 3:35	1.0	(F3)	Pos Cannabis W/Intent Sel/Del	1	(M1)	0.0	30/10/2014	Trespass After Warning	30/10/2014	0	NaN	NaN	NaN	Risk of Recidivism	6	Medium	10/09/2014	Risk of Violence	7	Medium	0	8

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Modifier Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Other Punctuation

Dash Punctuation

Space Separator

Modifier Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Dash Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values